EP4094186A4 - Procédés et systèmes d'augmentation de données de profondeur à partir d'un capteur de profondeur, par exemple avec des données provenant d'un système de caméra multivue - Google Patents

Procédés et systèmes d'augmentation de données de profondeur à partir d'un capteur de profondeur, par exemple avec des données provenant d'un système de caméra multivue

Info

Publication number
EP4094186A4
EP4094186A4 EP21744388.6A EP21744388A EP4094186A4 EP 4094186 A4 EP4094186 A4 EP 4094186A4 EP 21744388 A EP21744388 A EP 21744388A EP 4094186 A4 EP4094186 A4 EP 4094186A4
Authority
EP
European Patent Office
Prior art keywords
data
depth
augmenting
systems
methods
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP21744388.6A
Other languages
German (de)
English (en)
Other versions
EP4094186A1 (fr
Inventor
David Julio Colmenares
Thomas Ivan Nonn
James Andrew Youngquist
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Proprio Inc
Original Assignee
Proprio Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Proprio Inc filed Critical Proprio Inc
Publication of EP4094186A1 publication Critical patent/EP4094186A1/fr
Publication of EP4094186A4 publication Critical patent/EP4094186A4/fr
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/25Fusion techniques
    • G06F18/253Fusion techniques of extracted features
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G06T17/20Finite element generation, e.g. wire-frame surface description, tesselation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/50Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/77Retouching; Inpainting; Scratch removal
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • G06T7/55Depth or shape recovery from multiple images
    • G06T7/557Depth or shape recovery from multiple images from light fields, e.g. from plenoptic cameras
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/806Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of extracted features
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/20Scenes; Scene-specific elements in augmented reality scenes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/64Three-dimensional objects
    • G06V20/647Three-dimensional objects by matching two-dimensional images to three-dimensional objects
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/10Processing, recording or transmission of stereoscopic or multi-view image signals
    • H04N13/106Processing image signals
    • H04N13/111Transformation of image signals corresponding to virtual viewpoints, e.g. spatial image interpolation
    • H04N13/117Transformation of image signals corresponding to virtual viewpoints, e.g. spatial image interpolation the virtual viewpoint locations being selected by the viewers or determined by viewer tracking
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/20Image signal generators
    • H04N13/204Image signal generators using stereoscopic image cameras
    • H04N13/243Image signal generators using stereoscopic image cameras using three or more 2D image sensors
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/20Image signal generators
    • H04N13/282Image signal generators for generating image signals corresponding to three or more geometrical viewpoints, e.g. multi-view systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00Indexing scheme for image data processing or generation, in general
    • G06T2200/24Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10028Range image; Depth image; 3D point clouds
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10052Images from lightfield camera
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20092Interactive image processing based on input by user
    • G06T2207/20104Interactive definition of region of interest [ROI]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20212Image combination
    • G06T2207/20221Image fusion; Image merging
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30008Bone
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30168Image quality inspection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00Indexing scheme for image generation or computer graphics
    • G06T2210/41Medical
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00Indexing scheme for image generation or computer graphics
    • G06T2210/56Particle system, point based geometry or rendering
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N2013/0074Stereoscopic image analysis
    • H04N2013/0081Depth or disparity estimation from stereoscopic image signals

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Signal Processing (AREA)
  • Computer Graphics (AREA)
  • Geometry (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
  • Length Measuring Devices By Optical Means (AREA)
  • Measurement Of Optical Distance (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Processing Or Creating Images (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
EP21744388.6A 2020-01-21 2021-01-21 Procédés et systèmes d'augmentation de données de profondeur à partir d'un capteur de profondeur, par exemple avec des données provenant d'un système de caméra multivue Pending EP4094186A4 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202062963717P 2020-01-21 2020-01-21
PCT/US2021/014397 WO2021150741A1 (fr) 2020-01-21 2021-01-21 Procédés et systèmes d'augmentation de données de profondeur à partir d'un capteur de profondeur, par exemple avec des données provenant d'un système de caméra multivue

Publications (2)

Publication Number Publication Date
EP4094186A1 EP4094186A1 (fr) 2022-11-30
EP4094186A4 true EP4094186A4 (fr) 2024-01-24

Family

ID=76857295

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21744388.6A Pending EP4094186A4 (fr) 2020-01-21 2021-01-21 Procédés et systèmes d'augmentation de données de profondeur à partir d'un capteur de profondeur, par exemple avec des données provenant d'un système de caméra multivue

Country Status (6)

Country Link
US (2) US11682165B2 (fr)
EP (1) EP4094186A4 (fr)
JP (1) JP2023511670A (fr)
AU (2) AU2021211677B2 (fr)
CA (1) CA3168799A1 (fr)
WO (1) WO2021150741A1 (fr)

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Publication number Priority date Publication date Assignee Title
US11836940B2 (en) * 2020-06-15 2023-12-05 Zebra Technologies Corporation Three-dimensional sensor acuity recovery assistance
CN117795952A (zh) * 2021-08-03 2024-03-29 镭亚股份有限公司 使用深度图的视图合成系统和方法
US20230355319A1 (en) * 2022-05-09 2023-11-09 Proprio, Inc. Methods and systems for calibrating instruments within an imaging system, such as a surgical imaging system
CN114782438B (zh) * 2022-06-20 2022-09-16 深圳市信润富联数字科技有限公司 物体点云修正方法、装置、电子设备和存储介质
US11935209B1 (en) * 2023-07-24 2024-03-19 Illuscio, Inc. Systems and methods for dynamic backfilling of a three-dimensional object

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US20200005521A1 (en) * 2018-06-29 2020-01-02 Eloupes, Inc. Synthesizing an image from a virtual perspective using pixels from a physical imager array weighted based on depth error sensitivity

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US8780172B2 (en) * 2009-01-27 2014-07-15 Telefonaktiebolaget L M Ericsson (Publ) Depth and video co-processing
GB2490872B (en) * 2011-05-09 2015-07-29 Toshiba Res Europ Ltd Methods and systems for capturing 3d surface geometry
US9191646B2 (en) * 2011-08-29 2015-11-17 Nokia Technologies Oy Apparatus, a method and a computer program for video coding and decoding
EP2912405B1 (fr) 2012-10-29 2017-10-18 7D Surgical Inc. Système intégré d'éclairage et de détection de topologie de surface optique et procédés d'utilisation de ce dernier
CA2964512C (fr) * 2014-10-14 2018-04-24 Synaptive Medical (Barbados) Inc. Outil de reference patient
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GB2556727B (en) 2015-06-22 2021-11-03 Synaptive Medical Inc System and method for mapping navigation space to patient space in a medical procedure
WO2017011892A1 (fr) * 2015-07-21 2017-01-26 Synaptive Medical (Barbados) Inc. Système et procédé de mise en correspondance d'un espace de navigation avec l'espace patient au cours d'un acte médical
US10357317B2 (en) * 2015-07-29 2019-07-23 Synaptive Medical (Barbados) Inc. Handheld scanner for rapid registration in a medical navigation system
WO2017023210A1 (fr) 2015-08-06 2017-02-09 Heptagon Micro Optics Pte. Ltd. Génération d'un nuage de points tridimensionnel et fusionné sur la base d'images capturées d'une scène
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Also Published As

Publication number Publication date
CA3168799A1 (fr) 2021-07-29
AU2024202120A1 (en) 2024-05-02
EP4094186A1 (fr) 2022-11-30
US20210225020A1 (en) 2021-07-22
WO2021150741A1 (fr) 2021-07-29
US11682165B2 (en) 2023-06-20
US20240005596A1 (en) 2024-01-04
AU2021211677B2 (en) 2024-01-04
AU2021211677A1 (en) 2022-08-25
JP2023511670A (ja) 2023-03-22

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